{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# UCI 3W Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "from config import data_raw_folder, data_processed_folder\n",
    "plt.rcParams['figure.figsize'] = (20, 10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "source_folder = os.path.join(data_raw_folder, \"UCI ML Repository/3W\")\n",
    "target_folder = data_processed_folder"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>timestamp</th>\n",
       "      <th>P-PDG</th>\n",
       "      <th>P-TPT</th>\n",
       "      <th>T-TPT</th>\n",
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       "      <th>P-JUS-CKGL</th>\n",
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       "  <tbody>\n",
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       "      <td>15386780.0</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7120</th>\n",
       "      <td>2018-04-26 23:59:56.000000</td>\n",
       "      <td>23688050.0</td>\n",
       "      <td>15270150.0</td>\n",
       "      <td>58.282</td>\n",
       "      <td>6279988.0</td>\n",
       "      <td>35.68391</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.423730</td>\n",
       "      <td>4</td>\n",
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       "    <tr>\n",
       "      <th>7121</th>\n",
       "      <td>2018-04-26 23:59:57.000000</td>\n",
       "      <td>23688290.0</td>\n",
       "      <td>15202920.0</td>\n",
       "      <td>58.180</td>\n",
       "      <td>6279988.0</td>\n",
       "      <td>35.69761</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.427863</td>\n",
       "      <td>4</td>\n",
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       "    <tr>\n",
       "      <th>7122</th>\n",
       "      <td>2018-04-26 23:59:58.000000</td>\n",
       "      <td>23688530.0</td>\n",
       "      <td>15233950.0</td>\n",
       "      <td>58.296</td>\n",
       "      <td>6279988.0</td>\n",
       "      <td>35.71130</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.431996</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7123</th>\n",
       "      <td>2018-04-26 23:59:59.000000</td>\n",
       "      <td>23688770.0</td>\n",
       "      <td>15264970.0</td>\n",
       "      <td>58.412</td>\n",
       "      <td>6279988.0</td>\n",
       "      <td>35.72500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.436129</td>\n",
       "      <td>4</td>\n",
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       "      <th>7124</th>\n",
       "      <td>2018-04-27 00:00:00.000000</td>\n",
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       "      <td>58.682</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>1.440262</td>\n",
       "      <td>4</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>7125 rows × 10 columns</p>\n",
       "</div>"
      ],
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       "                       timestamp       P-PDG       P-TPT   T-TPT  P-MON-CKP  \\\n",
       "0     2018-04-26 22:01:16.000000  23664230.0  15614310.0  58.846  6175139.0   \n",
       "1     2018-04-26 22:01:17.000000  23664850.0  15646480.0  58.892  6177412.0   \n",
       "2     2018-04-26 22:01:18.000000  23665470.0  15516630.0  58.638  6179685.0   \n",
       "3     2018-04-26 22:01:19.000000  23666090.0  15386780.0  58.384  6181957.0   \n",
       "4     2018-04-26 22:01:20.000000  23666710.0  15329330.0  58.192  6184230.0   \n",
       "...                          ...         ...         ...     ...        ...   \n",
       "7120  2018-04-26 23:59:56.000000  23688050.0  15270150.0  58.282  6279988.0   \n",
       "7121  2018-04-26 23:59:57.000000  23688290.0  15202920.0  58.180  6279988.0   \n",
       "7122  2018-04-26 23:59:58.000000  23688530.0  15233950.0  58.296  6279988.0   \n",
       "7123  2018-04-26 23:59:59.000000  23688770.0  15264970.0  58.412  6279988.0   \n",
       "7124  2018-04-27 00:00:00.000000  23689010.0  15413210.0  58.682  6279988.0   \n",
       "\n",
       "      T-JUS-CKP  P-JUS-CKGL  T-JUS-CKGL       QGL  class  \n",
       "0      33.42652         NaN         NaN  1.406237      4  \n",
       "1      33.47507         NaN         NaN  1.406018      4  \n",
       "2      33.52362         NaN         NaN  1.405800      4  \n",
       "3      33.57217         NaN         NaN  1.405581      4  \n",
       "4      33.62072         NaN         NaN  1.405362      4  \n",
       "...         ...         ...         ...       ...    ...  \n",
       "7120   35.68391         NaN         NaN  1.423730      4  \n",
       "7121   35.69761         NaN         NaN  1.427863      4  \n",
       "7122   35.71130         NaN         NaN  1.431996      4  \n",
       "7123   35.72500         NaN         NaN  1.436129      4  \n",
       "7124   35.73870         NaN         NaN  1.440262      4  \n",
       "\n",
       "[7125 rows x 10 columns]"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(os.path.join(source_folder, \"4/WELL-00010_20180426220116.csv\"))\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>2</th>\n",
       "      <td>2018-04-26 20:01:09.000000</td>\n",
       "      <td>23685930.0</td>\n",
       "      <td>15260380.0</td>\n",
       "      <td>58.150</td>\n",
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       "      <td>1.391701</td>\n",
       "      <td>4</td>\n",
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       "      <th>3</th>\n",
       "      <td>2018-04-26 20:01:10.000000</td>\n",
       "      <td>23685100.0</td>\n",
       "      <td>15290260.0</td>\n",
       "      <td>58.215</td>\n",
       "      <td>6126882.0</td>\n",
       "      <td>35.68000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.390454</td>\n",
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       "      <th>4</th>\n",
       "      <td>2018-04-26 20:01:11.000000</td>\n",
       "      <td>23684270.0</td>\n",
       "      <td>15320130.0</td>\n",
       "      <td>58.280</td>\n",
       "      <td>6137412.0</td>\n",
       "      <td>35.61261</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>1.391618</td>\n",
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       "      <th>7129</th>\n",
       "      <td>2018-04-26 21:59:56.000000</td>\n",
       "      <td>23658910.0</td>\n",
       "      <td>15307490.0</td>\n",
       "      <td>58.864</td>\n",
       "      <td>5599988.0</td>\n",
       "      <td>32.53087</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.408083</td>\n",
       "      <td>4</td>\n",
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       "    <tr>\n",
       "      <th>7130</th>\n",
       "      <td>2018-04-26 21:59:57.000000</td>\n",
       "      <td>23658420.0</td>\n",
       "      <td>15184540.0</td>\n",
       "      <td>58.560</td>\n",
       "      <td>5599685.0</td>\n",
       "      <td>32.42565</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.407345</td>\n",
       "      <td>4</td>\n",
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       "    <tr>\n",
       "      <th>7131</th>\n",
       "      <td>2018-04-26 21:59:58.000000</td>\n",
       "      <td>23657930.0</td>\n",
       "      <td>15201770.0</td>\n",
       "      <td>58.736</td>\n",
       "      <td>5599382.0</td>\n",
       "      <td>32.32043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.406606</td>\n",
       "      <td>4</td>\n",
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       "    <tr>\n",
       "      <th>7132</th>\n",
       "      <td>2018-04-26 21:59:59.000000</td>\n",
       "      <td>23657440.0</td>\n",
       "      <td>15219010.0</td>\n",
       "      <td>58.912</td>\n",
       "      <td>5599079.0</td>\n",
       "      <td>32.21522</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.407935</td>\n",
       "      <td>4</td>\n",
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       "      <th>7133</th>\n",
       "      <td>2018-04-26 22:00:00.000000</td>\n",
       "      <td>23656950.0</td>\n",
       "      <td>15381040.0</td>\n",
       "      <td>59.200</td>\n",
       "      <td>5598776.0</td>\n",
       "      <td>32.11000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.409265</td>\n",
       "      <td>4</td>\n",
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      ],
      "text/plain": [
       "                       timestamp       P-PDG       P-TPT   T-TPT  P-MON-CKP  \\\n",
       "0     2018-04-26 20:01:07.000000  23687590.0  15200620.0  58.020  6099761.0   \n",
       "1     2018-04-26 20:01:08.000000  23686760.0  15230500.0  58.085  6105821.0   \n",
       "2     2018-04-26 20:01:09.000000  23685930.0  15260380.0  58.150  6116352.0   \n",
       "3     2018-04-26 20:01:10.000000  23685100.0  15290260.0  58.215  6126882.0   \n",
       "4     2018-04-26 20:01:11.000000  23684270.0  15320130.0  58.280  6137412.0   \n",
       "...                          ...         ...         ...     ...        ...   \n",
       "7129  2018-04-26 21:59:56.000000  23658910.0  15307490.0  58.864  5599988.0   \n",
       "7130  2018-04-26 21:59:57.000000  23658420.0  15184540.0  58.560  5599685.0   \n",
       "7131  2018-04-26 21:59:58.000000  23657930.0  15201770.0  58.736  5599382.0   \n",
       "7132  2018-04-26 21:59:59.000000  23657440.0  15219010.0  58.912  5599079.0   \n",
       "7133  2018-04-26 22:00:00.000000  23656950.0  15381040.0  59.200  5598776.0   \n",
       "\n",
       "      T-JUS-CKP  P-JUS-CKGL  T-JUS-CKGL       QGL  class  \n",
       "0      35.71913         NaN         NaN  1.394194      4  \n",
       "1      35.70609         NaN         NaN  1.392947      4  \n",
       "2      35.69304         NaN         NaN  1.391701      4  \n",
       "3      35.68000         NaN         NaN  1.390454      4  \n",
       "4      35.61261         NaN         NaN  1.391618      4  \n",
       "...         ...         ...         ...       ...    ...  \n",
       "7129   32.53087         NaN         NaN  1.408083      4  \n",
       "7130   32.42565         NaN         NaN  1.407345      4  \n",
       "7131   32.32043         NaN         NaN  1.406606      4  \n",
       "7132   32.21522         NaN         NaN  1.407935      4  \n",
       "7133   32.11000         NaN         NaN  1.409265      4  \n",
       "\n",
       "[7134 rows x 10 columns]"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2 = pd.read_csv(os.path.join(source_folder, \"4/WELL-00010_20180426200107.csv\"))\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([4.])"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[df[\"class\"].isin([101, 108]), \"class\"] = np.nan\n",
    "df[\"class\"] = df[\"class\"].fillna(0)\n",
    "df[\"class\"].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "def z_score(df, columns=[]):\n",
    "    # copy the dataframe\n",
    "    df_std = df.copy()\n",
    "    # apply the z-score method\n",
    "    for column in columns:\n",
    "        if column in df_std.columns:\n",
    "            df_std[column] = (df_std[column] - df_std[column].mean()) / df_std[column].std()\n",
    "        \n",
    "    return df_std"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "columns = [\"P-PDG\", \"P-TPT\", \"T-TPT\", \"T-JUS-CKP\", \"P-JUS-CKGL\", \"T-JUS-CKGL\", \"QGL\"]\n",
    "df_plot = z_score(df, columns=columns)\n",
    "df_plot.plot(x=\"timestamp\", y=columns)\n",
    "df_plot[\"class\"].plot(x=\"timestamp\", secondary_y=True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "328"
      ]
     },
     "execution_count": 165,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# all subfolders\n",
    "well = \"WELL-00002\"\n",
    "folders = [os.path.join(source_folder, d) for d in os.listdir(source_folder) if os.path.isdir(os.path.join(source_folder, d))]\n",
    "well10_files = [os.path.join(folder, f) for folder in folders for f in os.listdir(folder) if well in f]\n",
    "len(well10_files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# one subfolder\n",
    "subfolder = \"4\"\n",
    "folder = os.path.join(source_folder, subfolder)\n",
    "well10_files = [os.path.join(folder, f) for f in os.listdir(folder) if \"WELL-00002\" in f]\n",
    "len(well10_files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>timestamp</th>\n",
       "      <th>P-PDG</th>\n",
       "      <th>P-TPT</th>\n",
       "      <th>T-TPT</th>\n",
       "      <th>P-MON-CKP</th>\n",
       "      <th>T-JUS-CKP</th>\n",
       "      <th>P-JUS-CKGL</th>\n",
       "      <th>T-JUS-CKGL</th>\n",
       "      <th>QGL</th>\n",
       "      <th>class</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-11-04 01:41:01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>18852350.0</td>\n",
       "      <td>116.7782</td>\n",
       "      <td>9599435.0</td>\n",
       "      <td>173.09610</td>\n",
       "      <td>2902859.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2013-11-04 01:41:02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>18852350.0</td>\n",
       "      <td>116.7781</td>\n",
       "      <td>9599434.0</td>\n",
       "      <td>173.09610</td>\n",
       "      <td>2902867.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2013-11-04 01:41:03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>18852350.0</td>\n",
       "      <td>116.7780</td>\n",
       "      <td>9599432.0</td>\n",
       "      <td>173.09610</td>\n",
       "      <td>2902875.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2013-11-04 01:41:04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>18852350.0</td>\n",
       "      <td>116.7779</td>\n",
       "      <td>9599431.0</td>\n",
       "      <td>173.09610</td>\n",
       "      <td>2902882.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2013-11-04 01:41:05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>18852350.0</td>\n",
       "      <td>116.7779</td>\n",
       "      <td>9599429.0</td>\n",
       "      <td>173.09610</td>\n",
       "      <td>2902890.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4534403</th>\n",
       "      <td>2017-08-13 19:58:43</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8533063.0</td>\n",
       "      <td>117.6621</td>\n",
       "      <td>1228506.0</td>\n",
       "      <td>75.71454</td>\n",
       "      <td>2318954.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4534404</th>\n",
       "      <td>2017-08-13 19:58:44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8533115.0</td>\n",
       "      <td>117.6623</td>\n",
       "      <td>1219368.0</td>\n",
       "      <td>75.71479</td>\n",
       "      <td>2318954.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4534405</th>\n",
       "      <td>2017-08-13 19:58:45</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8533168.0</td>\n",
       "      <td>117.6624</td>\n",
       "      <td>1210230.0</td>\n",
       "      <td>75.71504</td>\n",
       "      <td>2318954.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4534406</th>\n",
       "      <td>2017-08-13 19:58:46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8533221.0</td>\n",
       "      <td>117.6626</td>\n",
       "      <td>1201091.0</td>\n",
       "      <td>75.71529</td>\n",
       "      <td>2318954.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4534407</th>\n",
       "      <td>2017-08-13 19:58:47</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8533273.0</td>\n",
       "      <td>117.6627</td>\n",
       "      <td>1191953.0</td>\n",
       "      <td>75.71555</td>\n",
       "      <td>2318953.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4534408 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  timestamp  P-PDG       P-TPT     T-TPT  P-MON-CKP  \\\n",
       "0       2013-11-04 01:41:01    0.0  18852350.0  116.7782  9599435.0   \n",
       "1       2013-11-04 01:41:02    0.0  18852350.0  116.7781  9599434.0   \n",
       "2       2013-11-04 01:41:03    0.0  18852350.0  116.7780  9599432.0   \n",
       "3       2013-11-04 01:41:04    0.0  18852350.0  116.7779  9599431.0   \n",
       "4       2013-11-04 01:41:05    0.0  18852350.0  116.7779  9599429.0   \n",
       "...                     ...    ...         ...       ...        ...   \n",
       "4534403 2017-08-13 19:58:43    0.0   8533063.0  117.6621  1228506.0   \n",
       "4534404 2017-08-13 19:58:44    0.0   8533115.0  117.6623  1219368.0   \n",
       "4534405 2017-08-13 19:58:45    0.0   8533168.0  117.6624  1210230.0   \n",
       "4534406 2017-08-13 19:58:46    0.0   8533221.0  117.6626  1201091.0   \n",
       "4534407 2017-08-13 19:58:47    0.0   8533273.0  117.6627  1191953.0   \n",
       "\n",
       "         T-JUS-CKP  P-JUS-CKGL  T-JUS-CKGL  QGL  class  \n",
       "0        173.09610   2902859.0         NaN  0.0    0.0  \n",
       "1        173.09610   2902867.0         NaN  0.0    0.0  \n",
       "2        173.09610   2902875.0         NaN  0.0    0.0  \n",
       "3        173.09610   2902882.0         NaN  0.0    0.0  \n",
       "4        173.09610   2902890.0         NaN  0.0    0.0  \n",
       "...            ...         ...         ...  ...    ...  \n",
       "4534403   75.71454   2318954.0         NaN  0.0    0.0  \n",
       "4534404   75.71479   2318954.0         NaN  0.0    0.0  \n",
       "4534405   75.71504   2318954.0         NaN  0.0    0.0  \n",
       "4534406   75.71529   2318954.0         NaN  0.0    0.0  \n",
       "4534407   75.71555   2318953.0         NaN  0.0    0.0  \n",
       "\n",
       "[4534408 rows x 10 columns]"
      ]
     },
     "execution_count": 166,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfs = []\n",
    "for f in well10_files:\n",
    "    dfs.append(pd.read_csv(f))\n",
    "df_10 = pd.concat(dfs)\n",
    "df_10 = df_10.sort_values(by=\"timestamp\", ascending=True)\n",
    "df_10 = df_10.reset_index(drop=True)\n",
    "df_10[\"timestamp\"] = pd.to_datetime(df_10[\"timestamp\"])\n",
    "df_10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0.,  nan, 102.,   2.,   4., 101.,   1., 106.,   6.])"
      ]
     },
     "execution_count": 169,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#df_10.loc[df_10[\"class\"].isin([101, 102, 106, 108]), \"class\"] = np.nan\n",
    "#df_10[\"class\"] = df_10[\"class\"].fillna(0)\n",
    "df_10[\"class\"].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "columns = [\"P-PDG\", \"P-TPT\", \"T-TPT\", \"T-JUS-CKP\", \"P-JUS-CKGL\", \"T-JUS-CKGL\", \"QGL\"]\n",
    "df_plot = z_score(df_10, columns=columns)\n",
    "#df_plot = df_plot.set_index(\"timestamp\")\n",
    "#df_plot = df_plot.iloc[15000:25000]\n",
    "df_plot.plot(y=columns)\n",
    "df_plot[\"class\"].plot(secondary_y=True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 4534408 entries, 0 to 4534407\n",
      "Data columns (total 10 columns):\n",
      " #   Column      Dtype         \n",
      "---  ------      -----         \n",
      " 0   timestamp   datetime64[ns]\n",
      " 1   P-PDG       float64       \n",
      " 2   P-TPT       float64       \n",
      " 3   T-TPT       float64       \n",
      " 4   P-MON-CKP   float64       \n",
      " 5   T-JUS-CKP   float64       \n",
      " 6   P-JUS-CKGL  float64       \n",
      " 7   T-JUS-CKGL  float64       \n",
      " 8   QGL         float64       \n",
      " 9   class       float64       \n",
      "dtypes: datetime64[ns](1), float64(9)\n",
      "memory usage: 345.9 MB\n"
     ]
    }
   ],
   "source": [
    "df_10.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 4534408 entries, 0 to 4534407\n",
      "Data columns (total 10 columns):\n",
      " #   Column      Dtype         \n",
      "---  ------      -----         \n",
      " 0   timestamp   datetime64[ns]\n",
      " 1   P-PDG       float64       \n",
      " 2   P-TPT       float64       \n",
      " 3   T-TPT       float64       \n",
      " 4   P-MON-CKP   float64       \n",
      " 5   T-JUS-CKP   float64       \n",
      " 6   P-JUS-CKGL  float64       \n",
      " 7   T-JUS-CKGL  float64       \n",
      " 8   QGL         float64       \n",
      " 9   class       float64       \n",
      "dtypes: datetime64[ns](1), float64(9)\n",
      "memory usage: 345.9 MB\n"
     ]
    }
   ],
   "source": [
    "df_plot.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}